Personal Profile
I am currently working as a data scientist in the department of Health Outcomes and Biomedical Informatics @ University of Florida.
My research mainly focuses on developing novel deep learning-based algorithms for various clinical NLP tasks including protected health information (PHI) de-identification in clinical text, clinical information extraction from clinical narratives, and clinical knowledge representation learning. I am also working on projects of predictive modeling of disease risk and deep phenotyping using different machine learning methods.
I also enjoy writing, editing and reviewing research works in fields of biomedical informatics, machine learning, and chemistry.
As a programmer, Python is my major working programming language but I love Scala. I have contributed to many open source projects like Transformers, XLNet, Apache Spark.